Noodle.ai
Noodle.ai is a San Francisco-based company that enhances Advanced Planning Systems with data science and AI/ML techniques to improve demand forecast accuracy and optimize various aspects of demand forecasting.
Services
Noodle.ai specializes in enhancing Advanced Planning Systems using innovative data science and AI/ML techniques. The company focuses on improving demand forecasts across hierarchies and time horizons. Noodle.ai facilitates an exception-based, demand planning process by eliminating human bias, which in turn claims to improve demand forecast accuracy by over 10%.
Products
Noodle.ai offers a comprehensive suite of products designed to optimize various aspects of demand forecasting. These include Featurization, Forecaster, Ensembler, and Reconciler. Featurization leverages a variety of signals and data sets to generate higher forecast accuracy. Forecaster combines classical statistical models, Machine Learning models, and proprietary Deep Learning models. Ensembler identifies the best combination of forecasters for each forecast unit, taking into account forecaster performance as well as portfolio and geographical context. Reconciler addresses aggregation and disaggregation issues, optimizing accuracy based on historical error using Machine Learning.
Innovative Demand Forecasting
Noodle.ai enhances demand forecasting accuracy by eliminating human bias and enabling an exception-based planning process. The company's approach to demand forecasting involves using Featurization, Forecaster, Ensembler, and Reconciler to optimize different aspects of the process. Each tool harnesses advanced data science, AI, and Machine Learning techniques to offer higher accuracy and more effective demand planning.
Headquarters
Noodle.ai is headquartered at 115 Sansome St, San Francisco, CA 94104. The company operates from this central location in one of the major tech hubs of the world, reflecting its commitment to integrating advanced technology and innovative approaches in its services and products.